{"id":88579,"date":"2026-08-01T12:08:36","date_gmt":"2026-08-01T04:08:36","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/88579.html"},"modified":"2026-08-01T12:08:36","modified_gmt":"2026-08-01T04:08:36","slug":"aiops%e6%8e%a2%e7%b4%a2%ef%bc%9a%e7%94%a8-openclaw-%e5%81%9a%e6%9c%8d%e5%8a%a1%e5%99%a8%e8%87%aa%e5%8a%a8%e5%8c%96%e8%bf%90%e7%bb%b4%ef%bc%8c%e4%bb%8e%e6%9c%80%e7%ae%80%e5%8d%95%e7%9a%84%e9%9c%80","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/88579.html","title":{"rendered":"AIOps\u63a2\u7d22\uff1a\u7528 OpenClaw \u505a\u670d\u52a1\u5668\u81ea\u52a8\u5316\u8fd0\u7ef4\uff0c\u4ece\u6700\u7b80\u5355\u7684\u9700\u6c42\u5f00\u59cb"},"content":{"rendered":"<h3>&#x1f4dd; AIOps\u63a2\u7d22&#xff1a;\u7528 OpenClaw \u505a\u670d\u52a1\u5668\u81ea\u52a8\u5316\u8fd0\u7ef4&#xff0c;\u4ece\u6700\u7b80\u5355\u7684\u9700\u6c42\u5f00\u59cb<\/h3>\n<p>\u7814\u7a76 AIOps \u5df2\u6709\u6570\u6708&#xff0c;\u76ee\u524d\u624b\u91cc\u6709\u4e0d\u5c11\u53ef\u843d\u5730\u7684\u65b9\u6848\u4e86&#xff0c;\u63a5\u4e0b\u6765\u4f1a\u628a\u8fd9\u4e9b\u65b9\u6848\u5168\u90e8\u6574\u7406\u5230\u6211\u7684\u5927\u6a21\u578b\u8bfe\u7a0b\u91cc\u3002<\/p>\n<p>\u6700\u8fd1 OpenClaw \u592a\u706b\u4e86&#xff0c;\u4f5c\u4e3a AIOps \u9886\u57df\u7684\u5148\u884c\u8005&#xff0c;\u6211\u4e5f\u5728\u63a2\u7d22 OpenClaw \u5982\u4f55\u7528\u4e8e AIOps \u9886\u57df\u3002\u4eca\u5929\u8fd9\u7bc7\u6587\u7ae0\u4e3b\u8981\u662f\u8ddf\u5927\u5bb6\u8bf4\u4e00\u4e0b\u7528 OpenClaw \u505a\u81ea\u52a8\u5316\u8fd0\u7ef4\u7684\u601d\u8def\u3002\u6211\u4eec\u4ece\u6700\u7b80\u5355\u7684\u5c0f\u4f8b\u5b50\u5f00\u59cb&#xff0c;\u66f4\u5bb9\u6613\u7406\u89e3\u3002<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u573a\u666f<\/h3>\n<p>\u5047\u8bbe\u516c\u53f8\u6709 10&#043; \u53f0\u670d\u52a1\u5668&#xff0c;\u5b83\u4eec\u7ecf\u5e38\u51fa\u73b0\u4ee5\u4e0b\u95ee\u9898&#xff1a;<\/p>\n<ul>\n<li>\u670d\u52a1\u6302\u6389&#xff08;nginx \/ docker \/ node&#xff09;<\/li>\n<li>CPU \/ \u5185\u5b58\u5f02\u5e38<\/li>\n<li>\u65e5\u5fd7\u62a5\u9519<\/li>\n<li>\u6570\u636e\u5e93\u8fde\u63a5\u5931\u8d25<\/li>\n<\/ul>\n<h4>\u4f20\u7edf\u505a\u6cd5&#xff1a;<\/h4>\n<ul>\n<li>\u8fd0\u7ef4\u503c\u73ed<\/li>\n<li>Prometheus &#043; Alertmanager<\/li>\n<li>\u4eba\u5de5 SSH \u767b\u5f55\u6392\u67e5<\/li>\n<\/ul>\n<h4>\u4f7f\u7528 OpenClaw \u540e\u7684\u6548\u679c&#xff1a;<\/h4>\n<p>&#x1f449; AI \u4f1a\u81ea\u52a8\u53d1\u73b0\u95ee\u9898<br \/>\n&#x1f449; AI \u81ea\u52a8\u6267\u884c\u4fee\u590d<\/p>\n<p>\u76f8\u5f53\u4e8e 7\u00d724 \u5c0f\u65f6\u503c\u73ed\u8fd0\u7ef4\u3002<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u67b6\u6784\u56fe<\/h3>\n<h3>&#x1f4ca; Mermaid \u67b6\u6784\u56fe<\/h3>\n<p>#mermaid-svg-xh9e01qoRBKHLXHS{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-xh9e01qoRBKHLXHS .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-xh9e01qoRBKHLXHS .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-xh9e01qoRBKHLXHS .error-icon{fill:#552222;}#mermaid-svg-xh9e01qoRBKHLXHS .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-xh9e01qoRBKHLXHS .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-xh9e01qoRBKHLXHS .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-xh9e01qoRBKHLXHS .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-xh9e01qoRBKHLXHS .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-xh9e01qoRBKHLXHS 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.flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-xh9e01qoRBKHLXHS .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-xh9e01qoRBKHLXHS .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-xh9e01qoRBKHLXHS .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-xh9e01qoRBKHLXHS .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-xh9e01qoRBKHLXHS .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-xh9e01qoRBKHLXHS .cluster text{fill:#333;}#mermaid-svg-xh9e01qoRBKHLXHS .cluster span{color:#333;}#mermaid-svg-xh9e01qoRBKHLXHS div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-xh9e01qoRBKHLXHS .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-xh9e01qoRBKHLXHS rect.text{fill:none;stroke-width:0;}#mermaid-svg-xh9e01qoRBKHLXHS .icon-shape,#mermaid-svg-xh9e01qoRBKHLXHS .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-xh9e01qoRBKHLXHS .icon-shape p,#mermaid-svg-xh9e01qoRBKHLXHS .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-xh9e01qoRBKHLXHS .icon-shape rect,#mermaid-svg-xh9e01qoRBKHLXHS .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-xh9e01qoRBKHLXHS .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-xh9e01qoRBKHLXHS .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-xh9e01qoRBKHLXHS :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u670d\u52a1\u5668<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u76d1\u63a7\u7cfb\u7edfPrometheus \/ Grafana<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Webhook<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>OpenClaw Agent<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6267\u884c\u547d\u4ee4<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>ssh<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>docker<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>kubectl<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>shell script<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u901a\u77e5\u98de\u4e66 \/ \u9489\u9489<\/p>\n<p><\/span><\/p>\n<hr \/>\n<h3>\u4e09\u3001\u81ea\u52a8\u8fd0\u7ef4\u6d41\u7a0b<\/h3>\n<h4>1. \u76d1\u63a7\u89e6\u53d1<\/h4>\n<p>Prometheus \u53d1\u73b0&#xff1a;<\/p>\n<ul>\n<li>CPU &gt; 90%<\/li>\n<li>\u6301\u7eed 5 \u5206\u949f<br \/>\n\u89e6\u53d1 webhook&#xff0c;\u53d1\u9001\u7ed9 OpenClaw\u3002<\/li>\n<\/ul>\n<h4>2. OpenClaw \u5206\u6790<\/h4>\n<p>AI \u8bfb\u53d6&#xff1a;<\/p>\n<ul>\n<li>\u670d\u52a1\u5668\u72b6\u6001<\/li>\n<li>Docker container<\/li>\n<li>\u65e5\u5fd7<\/li>\n<li>\u8fdb\u7a0b<\/li>\n<\/ul>\n<p>\u4f8b\u5982\u6267\u884c&#xff1a;<\/p>\n<p><span class=\"token function\">top<\/span><br \/>\n<span class=\"token function\">docker<\/span> <span class=\"token function\">ps<\/span><br \/>\n<span class=\"token function\">df<\/span> <span class=\"token parameter variable\">-h<\/span><br \/>\njournalctl <span class=\"token parameter variable\">-n<\/span> <span class=\"token number\">200<\/span><\/p>\n<h4>3. AI \u5224\u65ad\u95ee\u9898<\/h4>\n<p>\u4f8b\u5982\u53d1\u73b0&#xff1a;<\/p>\n<ul>\n<li>node-api container CPU 300%<\/li>\n<li>\u65e5\u5fd7\u4e2d\u51fa\u73b0 memory leak<br \/>\nAI \u5224\u65ad&#xff1a;node \u670d\u52a1\u5f02\u5e38<\/li>\n<\/ul>\n<h4>4. \u81ea\u52a8\u4fee\u590d<\/h4>\n<p>OpenClaw \u4f1a\u81ea\u52a8\u6267\u884c&#xff1a;<\/p>\n<p><span class=\"token function\">docker<\/span> restart node-api<\/p>\n<p>\u5982\u679c\u5931\u8d25&#xff0c;\u5219\u6267\u884c&#xff1a;<\/p>\n<p><span class=\"token function\">docker<\/span> rebuild<br \/>\n<span class=\"token function\">docker<\/span> deploy<\/p>\n<h4>5. \u53d1\u9001\u901a\u77e5<\/h4>\n<p>\u81ea\u52a8\u53d1\u6d88\u606f\u5230\u98de\u4e66\/\u9489\u9489&#xff1a;<\/p>\n<p>\u670d\u52a1\u5668&#xff1a;api-prod-01<br \/>\n\u95ee\u9898&#xff1a;node-api CPU\u5f02\u5e38<br \/>\n\u64cd\u4f5c&#xff1a;\u5df2\u81ea\u52a8\u91cd\u542f<br \/>\n\u7ed3\u679c&#xff1a;\u6062\u590d\u6b63\u5e38<\/p>\n<hr \/>\n<h3>\u56db\u3001\u771f\u5b9e\u53ef\u5b9e\u73b0\u7684\u8fd0\u7ef4\u4efb\u52a1<\/h3>\n<p>OpenClaw \u53ef\u4ee5\u81ea\u52a8\u505a&#xff1a;<\/p>\n<h4>1. \u670d\u52a1\u5668\u5de1\u68c0<\/h4>\n<p>\u6bcf\u5929\u68c0\u67e5&#xff1a;<\/p>\n<ul>\n<li>CPU<\/li>\n<li>\u5185\u5b58<\/li>\n<li>\u78c1\u76d8<\/li>\n<li>Docker<\/li>\n<li>\u670d\u52a1\u72b6\u6001<br \/>\n\u81ea\u52a8\u751f\u6210\u62a5\u544a\u3002<\/li>\n<\/ul>\n<h4>2. \u81ea\u52a8\u4fee\u590d<\/h4>\n<table>\n<tr>\u95ee\u9898\u81ea\u52a8\u5904\u7406<\/tr>\n<tbody>\n<tr>\n<td>nginx \u6302\u6389<\/td>\n<td>restart nginx<\/td>\n<\/tr>\n<tr>\n<td>docker \u5bb9\u5668\u505c\u6b62<\/td>\n<td>docker restart<\/td>\n<\/tr>\n<tr>\n<td>\u78c1\u76d8\u6ee1<\/td>\n<td>\u6e05\u7406\u65e5\u5fd7<\/td>\n<\/tr>\n<tr>\n<td>\u670d\u52a1\u5d29\u6e83<\/td>\n<td>\u81ea\u52a8\u90e8\u7f72<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>3. \u65e5\u5fd7\u5206\u6790<\/h4>\n<p>AI \u81ea\u52a8\u5206\u6790&#xff1a;<\/p>\n<ul>\n<li>error.log<\/li>\n<li>mysql.log<\/li>\n<li>nginx.log<\/li>\n<\/ul>\n<p>\u5e76\u603b\u7ed3&#xff1a;<\/p>\n<p>\u539f\u56e0&#xff1a;\u6570\u636e\u5e93\u8fde\u63a5\u6570\u8017\u5c3d<br \/>\n\u5efa\u8bae&#xff1a;\u589e\u52a0\u8fde\u63a5\u6c60<\/p>\n<h4>4. \u81ea\u52a8\u90e8\u7f72<\/h4>\n<p>CI\/CD \u89e6\u53d1&#xff08;\u5982 git push&#xff09;\u540e&#xff0c;OpenClaw \u81ea\u52a8\u6267\u884c&#xff1a;<\/p>\n<p><span class=\"token function\">git<\/span> pull<br \/>\n<span class=\"token function\">docker<\/span> build<br \/>\n<span class=\"token function\">docker<\/span> deploy<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u4e00\u4e2a\u7b80\u5355\u7684 Prompt \u793a\u4f8b<\/h3>\n<p>\u7ed9 OpenClaw \u7684\u8fd0\u7ef4\u6307\u4ee4&#xff1a;<\/p>\n<p>\u4f60\u662f\u516c\u53f8\u7684 DevOps \u52a9\u624b\u3002<br \/>\n\u4f60\u7684\u804c\u8d23&#xff1a;<\/p>\n<li>\u6bcf 5 \u5206\u949f\u68c0\u67e5\u670d\u52a1\u5668\u72b6\u6001<\/li>\n<li>\u5982\u679c CPU &gt; 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